Title :
Spectral Efficiency of Channel-Aware Schedulers in Non-Identical Composite Links with Interference
Author :
Jingxian Wu ; Mehta, Neelesh B. ; Molisch, Andreas F. ; Jin Zhang
Author_Institution :
Sonoma State Univ., Rohnert Park
Abstract :
Accurate system planning and performance evaluation requires knowledge of the joint impact of scheduling, interference, and fading. However, current analyses either require costly numerical simulations or make simplifying assumptions that limit the applicability of the results. In this paper, we derive analytical expressions for the spectral efficiency of cellular systems that use either the channel-unaware but fair round robin scheduler or the greedy, channel-aware but unfair maximum signal to interference ratio scheduler. As is the case in real deployments, non-identical co-channel interference at each user, both Rayleigh fading and lognormal shadowing, and limited modulation constellation sizes are accounted for in the analysis. We show that using a simple moment generating function-based lognormal approximation technique and an accurate Gaussian-Q function approximation leads to results that match simulations well. These results are more accurate than erstwhile results that instead used the moment-matching Fenton-Wilkinson approximation method and bounds on the Q function. The spectral efficiency of cellular systems is strongly influenced by the channel scheduler and the small constellation size that is typically used in third generation cellular systems.
Keywords :
Gaussian channels; Rayleigh channels; approximation theory; cellular radio; cochannel interference; modulation; scheduling; spectral analysis; Q function; Rayleigh fading channel; accurate Gaussian-Q function approximation; cellular system spectral efficiency; channel-aware schedulers; co-channel interference; fair round robin scheduler; greedy scheduler; interference ratio scheduler; lognormal approximation technique; lognormal shadowing channel; modulation constellation; moment generating function; moment-matching Fenton-Wilkinson approximation method; nonidentical composite links; Approximation methods; Fading; Function approximation; Gaussian approximation; Interchannel interference; Numerical simulation; Rayleigh channels; Round robin; Shadow mapping; Signal analysis;
Conference_Titel :
Communications, 2007. ICC '07. IEEE International Conference on
Conference_Location :
Glasgow
Print_ISBN :
1-4244-0353-7
DOI :
10.1109/ICC.2007.863